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Sponsored Artificial Intelligence: A Modern Approach, Global Edition Artificial Intelligence: A Modern Approach, Global Edition

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Amina Radončić

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Sep 2026

Comparative Analysis of Takagi-Sugeno and Mamdani Fuzzy Inference Architectures with ANFIS-Based Automated Rule Generation for EEG-Based Cognitive State Monitoring

Fuzzy inference systems have demonstrated considerable promise for EEG-based cognitive state monitoring in neurodegenerative conditions. However, two design decisions significantly influence system performance and clinical applicability: the choice of inference architecture (Takagi-Sugeno vs Mamdani) and the method of...

Amina Radončić, Mehrija Hasičić, Jasmin Kevric · 0 citations

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